---
title: "Dashboard"
output: 
  flexdashboard::flex_dashboard:
    orientation: columns
    vertical_layout: fill
    source: embed
---

```{r setup, include=FALSE}
library(flexdashboard)
library(tidyverse)
library(p8105.datasets)
library(plotly)

```

Column {data-width=650}
-----------------------------------------------------------------------

### Chart A

```{r}
data("instacart")

ins=instacart |> 
  filter(department=="dairy eggs", order_number>50) |> 
    plot_ly(
    x=~aisle,y=~order_hour_of_day,
    type = "scatter", mode="markers",color=~order_number,
    text=~product_name
  )
ins
```

Column {data-width=350}
-----------------------------------------------------------------------

### Chart B

```{r}
ins2 = instacart |> 
  mutate(aisle = fct_reorder(aisle, order_number )) |> 
  filter(department=="produce") |> 
  plot_ly(y = ~order_number, color = ~aisle, type = "box", colors = "viridis")
ins2
```

### Chart C

```{r}
ins3 =instacart |> 
  count(department) |> 
  mutate(department = fct_reorder(department, n)) |> 
  plot_ly(x = ~department, y = ~n, color = ~department, type = "bar", colors = "viridis")
ins3
```